Ship spam detection faster: Three guided steps with Illuminate

Spam can significantly disrupt online chat environments by overwhelming conversations and introducing potential scams, but detecting and handling it effectively is crucial for maintaining user engagement. Traditional methods, such as using behavioral rules, can identify common spam patterns like flooding and cross-posting more efficiently than relying solely on AI, though they require substantial configuration. To simplify this process, PubNub's Illuminate now offers a streamlined approach with its Query Builder tool, which allows users to select predefined spam detection use cases and configure them in three simple steps. Users can choose from options like detecting cross-posting and chat flooding, set detection thresholds, and automate responses such as notifying moderators or muting offenders. This system allows for quick, automated spam detection and response, enabling teams to maintain a healthy chat environment without a complex moderation setup and offering flexibility to adjust thresholds as chat dynamics change.

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